#multidimensional — Public Fediverse posts

Beyond yes-or-no napping: researchers argue for multidimensional sleep phenotyping

https://1ban.news/napping-multidimensional-phenotyping-garaulet-2026/
#1ban #napping #multidimensional #phenotyping #garaulet #sleep

#mwgic #2026 #Light #Photons #Multidimensional #Quantum #QuantumPhysics #Encryption

https://www.sciencedaily.com/releases/2026/03/260321012705.htm

🎨 Oh look, another #groundbreaking #revelation that #data stored in a #GPU is one-dimensional and, surprise, you need to map it to #multidimensional #space. 🙄 Next, they'll tell us water is wet. #Categorical #Foundations for Cute Layouts: solving #problems only a #PhD would create. 📚💥
https://research.colfax-intl.com/categorical-foundations-for-cute-layouts/ #HackerNews #ngated

Artificial Intelligence in Earth Science - A GeoAI Perspective
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https://doi.org/10.1029/2025JH000691 <-- shared paper
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#GIS #spatial #mapping #GeoAI #earthscience #geology #engineeringgeology #AI #artificialintelligence #risk #hazard #decisionmaking #disasterresponse #hurricane #publichealth #disaster #response #spatialanalysis #model #modeling #bigdata #analysis #productionpipeline #temporal #multidimensional #realtime #forecasting #visualisation #challenges #environmental #remotesensing #earthobservation #usecase #crossdomain #semantic #reasoning #informatics #research #multimodal #generativeAI #earthsystems #reliable #trustworthy

SciTech Chronicles. . . . . . . . .April 5th, 2025

https://bit.ly/stc040525

#mouse #allergens #inflammation #RORγt+ #pharmacology #Osmanthus #LLM #5-MeO-MiPT #Artemis #regolith #ultrathin #efficiency #breakup #Africa #Angola #cooling #Congo #semantic #structures #multidimensional

#art #sigil #metaphysical #sessions #generative #alchemy #blue #wave #ai #digitalart #digital #physical #love #unity #spiritual #mission #chaos #hermetics #better #world #hashtag #poetry #communication #nuFormz #shadow #multidimensional #gift #creativity #music #STEAM #majik #healing #therapy #transmutation #11 #44 #M #A #K #888 #cats #starseed #messages #bottles #wtf #home #help #others #18 #moon #sun #fire #air #earth #water #soul #tribe #discoveries #exploration #psychology #tantric #physics

Ecological Modeling, Biogeography, And Phenotypic Analyses Setting The Tiger Cats’ Hyperdimensional Niches Reveal A New Species
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https://www.nature.com/articles/s41598-024-52379-8 <-- shared paper
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#GIS #spatial #mapping #biogeography #ecology #phenotype #tigercat #hyperdimesional #species #tigercat #tigrinus #model #modeling #ecologicmodeling #multidimensional #niche #spotting #coat #principalcomponentanalysis #CentralAmerica #SouthAmerica #oncilla #pardinoide #Andes #genetics #distribution #monitoring #habitat #characterisation #savannah #mountains #forest

multilevel multidimensional house in progress

#Multilevel #Multidimensional #House #Architectural #FuturisticTechnologies #ArchedDoorways #WroughtIron #StoneElements #NaturalLight #Img2Img #AiArt #AiArtists #StableDiffusion

#Multidimensional #TicTacToe
#AiArt :robot_evil:

Status Of Global Coastal Adaptation
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https://www.nature.com/articles/s41558-023-01834-x <-- shared technical article
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#GIS #spatial #mapping #coast #coastal #coastalengineering #adaption #climatechange #sealevel #sealevelrise #SLR #global #climateadaptation #progress #mitigation #spatiotemporal #risk #hazard #knowledge #action #riskreduction #model #modeling #GAP #GAPAnalysis #urban #rural #city #cities #multidimensional #spatialanalysis #assessment #planning

@shonin Very interesting. Ties into my perspective that we are all #MultiDimensional beings creating our reality on many levels simultaneously. Thanks for sharing.🙏

#Consciousness
#AwakeningConsciousness
#Spirituality
#Presence

@christianp @nilesh

A great question, Nilesh. Short answer: yes, I think so. Long AF answer below>

Our generations grew up with #digital games replacing boards, where your actions were generally low-dimension, with a few variables, like position around a fixed track, and money/armies, etc.

Of course, even D&D went beyond these #limits in the same era, and were a big reason many people liked the game, while at the same time, was quite tedious to keep track of with pen & paper.

That quickly morphed into much more #complex games, that were automated. A 'player piece' became a #multidimensional character with many attributes, capable of building new elements that carried forward.

Ok, long analogy intro, but I think it's a good entry point for asking these same questions of #science & logic.

This does not mean that this path of #evolution was 'wrong', nor that we'd seek to rid the world of science, any more than games (which have increased by orders of magnitude post-digital).

The ancients were obsessed with drawing forms, integers, and the comforting elixir of the illusion of certain knowledge. Change was unbelievably slow - quite the opposite of the world we live in today.

Another overlooked element was the need to use single symbols to represent ideas that would require many words, which for 1000s of years, was not feasible or practical in written form.

Some of these 'traditions' need to be revised, IMO. The human mind is capable of quickly grasping the logic of a situational problem in MANY other ways than following the sequence of a 'well ordered formula', or following the path of a drawing utensil across the surface of 2D paper.

(Note that in ancient up to near modern times, science was a closed field that was not open to the public. These symbols also served as a type of 'secret code' language meant to be spoken only among members.)

The low-hanging fruit has always been easy enough to allow such simplifying assumptions & #methodology to be productive, but I think we are mostly past using these sophomoric approaches as the only tool in the toolbox. The crowning achievements of the past century bear this out: #QM, #GR, #Complexity.

#Reproducibility now also means taking the training wheels off, and including a plethora of inputs so that we can integrate #knowledge across the many isolated fields we've created, in any given context (rather than the simplified, limited circumstances of most equations). Generalizing results requires more sophisticated means of communicating both the problems, and the solution paths.

Depending on the context you're looking for, some of these might help:

Deep look at under/over-parameterization:
https://mlstory.org/generalization.html

Further categorization:
https://en.wikipedia.org/wiki/Computational_complexity_theory

More specific, but still in realm of computers/binary #logic:
https://en.wikipedia.org/wiki/Karnaugh_map

Opposite end of generality:
https://medium.com/disruptive-design/tools-for-systems-thinkers-the-6-fundamental-concepts-of-systems-thinking-379cdac3dc6a

A rabbit hole of rabbit holes:
https://gogeometry.com/data-visualization/mathematical-diagrams-mind-map-mindmap.htm

Here we analyze the impact of #facies, #region, #taxonomy, and #collection style over #size #distributions using diameter as a proxy of Late #Devonian #ammonoids in their entirety using non-metric #multidimensional #scaling and #PERMANOVA based on #Kolmogorov distance.

https://doi.org/10.2110/palo.2021.063

These #Truths #Explain why many are lost to the #Realities of #Reincarnation as well as what would be #SensoryAwareness and clear #Vision from within the #Multidimensional #Realm of spirit outwards into the #Physical realm that we #Manifest through.

So…

#HowMightWe “thoughtfully discuss Ethnic Identity in Electronic Music”? And how could this relate to #Thoughtfulness more generally?

For instance, is it possible to go from the 1D “pros and cons” to something #multidimensional?

"I love you #bash"

"You love me because you can #loop through #multiDimensional arrays of data easily, right".

*empty stares*

"I can do 2D #arrays, right?

*stares continue*

"Ouch this #python bit me, call an ambulance"

"I would but its not clear which telephone numbers correspond with a hospital."

#funny #programmingHumor #skit #bashScript